Region of interest detection using MLP
Kärkkäinen, T., Maslov, A., & Wartiainen, P. (2014). Region of interest detection using MLP. In 22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014. ESANN. The European Symposium on Artificial Neural Networks. https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdf
Published in
The European Symposium on Artificial Neural NetworksDate
2014Copyright
© the Authors, 2014.
A novel technique to detect regions of interest in a time
series as deviation from the characteristic behavior is proposed. The deterministic
form of a signal is obtained using a reliably trained MLP neural
network with detailed complexity management and cross-validation based
generalization assurance. The proposed technique is demonstrated with
simulated and real data.
Publisher
ESANNParent publication ISBN
978-2-8741-9095-7Conference
European symposium on artificial neural networks, computational intelligence and machine learningIs part of publication
22nd European Symposium on Artificial Neural Network, Computational Intelligence And Machine Learning (ESANN 2014), Bruges April 23-24-25, 2014Keywords
Original source
https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2014-69.pdfPublication in research information system
https://converis.jyu.fi/converis/portal/detail/Publication/23709095